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Human-Centric Artificial Intelligence: Human–Technology Integration

Editat de Sanjay Misra, Shruti Traymbak, Sabarathinam ChockalingamØ, Kai Morgan Kjølerbakken, Per Øivind Braarud
en Limba Engleză Hardback – 25 ian 2027
In an era where Artificial Intelligence (AI) is reshaping every facet of our society, this book focuses on how to design AI systems that prioritize human values and needs. It provides a deep dive into the principles of human-centric AI, exploring how technology can be designed around human values and needs to advance our prosperity and quality of life. This book emphasizes crucial aspects such as accountability, safety, security, and transparency, demonstrating their role in developing ethical and effective AI solutions. It also addresses the dynamics between human-AI collaboration and intelligence augmentation, highlighting the significance of human-in-the-loop approaches to ensure AI systems are both explainable and interpretable.
Readers will gain insights into responsible AI practices, including addressing safety, security, and privacy issues, emphasizing user-centred design, which is vital for creating trustworthy AI that meets human needs and societal values across real-world and safety-critical contexts. With a blend of empirical case studies and theoretical analysis, this book showcases the potential of human-centric AI and guides integrating technology with human values.
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Specificații

ISBN-13: 9781041053170
ISBN-10: 1041053177
Pagini: 358
Ilustrații: 176
Dimensiuni: 156 x 234 mm
Ediția:1
Editura: CRC Press
Colecția Routledge

Public țintă

Academic and Postgraduate

Cuprins

Preface. 1. Toward a More Human-Centric Machine Learning Paradigm: A Transcendental Theory. 2. A Sociomaterial Perspective on Generative Artificial Intelligence: Understanding AI Literacy as a Constitutive Entanglement. 3. Discretion in Decision-Making with Artificial Intelligence. 4. Human-Centric AI in Safety-Critical Domains—Air Traffic Management Case. 5. Bridging Security and Human-Centered Design in Ethical AI-Driven Continuous Authentication. 6. Deep Q-Network-Driven Human-Centric Reinforcement Learning for Safe and Trustworthy Human–Robot Interaction. 7. User-Centered Design and Development of a Health eCoach App with Language Models and Semantics. 8. Unveiling Design Spaces to Integrate UI/UX with Data-Driven Approach for Advanced e-Health App. 9. HeartBuddy: Harmonizing Clinician Expertise and Ethical AI for Transparent Cardiac Diagnostics. 10. Ensuring Interpretability and Explainability in Healthcare Applications: A Human-Centric AI-Based Approach to Mental Health. 11. Anticipating Trustworthy GenAI in the Public Healthcare System: Co-Producing Human–AI Governance between Patients and GPs in the Basque Country through Living Lab Assemblages. 12. Human-Centric and Trustworthy AI: Insights from the ENFIELD—European Lighthouse to Manifest Trustworthy and Green AI Project. Index. About the Editors.

Notă biografică

Dr. Sanjay Misra is a Senior Scientist at the Institute for Energy Technology (IFE), Norway, and a globally recognized expert in Digital Sovereignty, Applied Informatics, and human-centric AI. A Senior Member of IEEE, he has received prestigious awards, including the IET Software Premium Award. He has edited over 100 books and delivered 100+ keynotes worldwide, serving as Editor-in-Chief of several leading journals.
Dr. Shruti Traymbak is a Professor at GL Bajaj Institute of Management and Technology, India, specializing in Human Resource (HR) Management, HR Analytics, and Business Analytics. With a PhD from Birla Institute of Technology (BIT) Mesra, Ranchi. She has published extensively in Australian Business Deans Council (ABDC) and Scopus-indexed journals. Her work bridges human behavior, analytics, and organizational intelligence in data-driven environments.
Dr. Sabarathinam Chockalingam is a Senior Researcher in Cyber Security at IFE, Norway. He has extensive experience leading and contributing to national and international research projects and OECD Nuclear Energy Agency (NEA) initiatives. His work focuses on cyber security, risk management, safety, and human-centric AI for protection of critical infrastructures. He provides leadership through editorial service to reputable journals.
Dr. Morgan Kjølerbakken is a Physicist and Computer Scientist, and Head of Department at IFE, Norway, specializing in Data Science and AI. He is also an Associate Professor at the University of Oslo and a serial entrepreneur involved in successful startups. His interdisciplinary research spans AI, signal processing, and sensor technologies, driving innovation across academia and industry.
Dr. Per Øivind Braarud is a Principal Scientist and Head of Department at IFE, Norway, with a PhD in Cognitive Psychology from the Norwegian University of Science and Technology (NTNU). He is an expert in human factors, cognitive workload, and team performance in safety-critical systems. His work also focuses on human-AI/human-technology interaction in high-risk industries.

Descriere

This book presents a multidisciplinary perspective on human-centric AI, moving beyond technical performance to prioritize ethics, trust, and human values. By integrating theoretical foundations with real-world applications in safety-critical and societal domains, it provides a nuanced exploration of human-AI collaboration and governance.